Overview
Brought to you by YData
Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.1 KiB |
| Average record size in memory | 216.0 B |
Variable types
| Categorical | 2 |
|---|---|
| TimeSeries | 22 |
| Numeric | 2 |
Timeseries statistics
| Number of series | 22 |
|---|---|
| Time series length | 100 |
| Starting point | 1746526980000 |
| Ending point | 1746533040000 |
| Period | 61212.12121 |
symbol has constant value "BTC/USD" | Constant |
candle_seconds has constant value "60" | Constant |
close is highly overall correlated with ema_14 and 15 other fields | High correlation |
ema_14 is highly overall correlated with close and 14 other fields | High correlation |
ema_21 is highly overall correlated with close and 14 other fields | High correlation |
ema_60 is highly overall correlated with close and 13 other fields | High correlation |
ema_7 is highly overall correlated with close and 15 other fields | High correlation |
high is highly overall correlated with close and 16 other fields | High correlation |
low is highly overall correlated with close and 15 other fields | High correlation |
macd_7 is highly overall correlated with close and 11 other fields | High correlation |
macdhist_7 is highly overall correlated with macd_7 and 3 other fields | High correlation |
macdsignal_7 is highly overall correlated with ema_14 and 7 other fields | High correlation |
obv_7 is highly overall correlated with volume | High correlation |
open is highly overall correlated with close and 16 other fields | High correlation |
rsi_14 is highly overall correlated with macd_7 and 3 other fields | High correlation |
rsi_21 is highly overall correlated with close and 8 other fields | High correlation |
rsi_60 is highly overall correlated with macd_7 and 1 other fields | High correlation |
rsi_7 is highly overall correlated with macd_7 and 2 other fields | High correlation |
sma_14 is highly overall correlated with close and 14 other fields | High correlation |
sma_21 is highly overall correlated with close and 14 other fields | High correlation |
sma_60 is highly overall correlated with close and 13 other fields | High correlation |
sma_7 is highly overall correlated with close and 15 other fields | High correlation |
target is highly overall correlated with close and 15 other fields | High correlation |
volume is highly overall correlated with obv_7 | High correlation |
window_end_ms is highly overall correlated with close and 13 other fields | High correlation |
window_start_ms is highly overall correlated with close and 13 other fields | High correlation |
open is non stationary | Non stationary |
low is non stationary | Non stationary |
high is non stationary | Non stationary |
close is non stationary | Non stationary |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
ema_7 is non stationary | Non stationary |
ema_14 is non stationary | Non stationary |
ema_21 is non stationary | Non stationary |
ema_60 is non stationary | Non stationary |
rsi_14 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
volume has unique values | Unique |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
ema_14 has unique values | Unique |
ema_21 has unique values | Unique |
ema_60 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv_7 has unique values | Unique |
rsi_7 has 5 (5.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-16 10:22:37.388638 |
|---|---|
| Analysis finished | 2025-05-16 10:22:49.649399 |
| Duration | 12.26 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
symbol
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| BTC/USD |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BTC/USD |
|---|---|
| 2nd row | BTC/USD |
| 3rd row | BTC/USD |
| 4th row | BTC/USD |
| 5th row | BTC/USD |
Common Values
| Value | Count | Frequency (%) |
| BTC/USD | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| btc/usd | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 100 | |
| T | 100 | |
| C | 100 | |
| / | 100 | |
| U | 100 | |
| S | 100 | |
| D | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 100 | |
| T | 100 | |
| C | 100 | |
| / | 100 | |
| U | 100 | |
| S | 100 | |
| D | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 100 | |
| T | 100 | |
| C | 100 | |
| / | 100 | |
| U | 100 | |
| S | 100 | |
| D | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 100 | |
| T | 100 | |
| C | 100 | |
| / | 100 | |
| U | 100 | |
| S | 100 | |
| D | 100 |
open
Numeric time series
High correlation Non stationary
| Distinct | 60 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93956.746 |
|---|---|
| Minimum | 93709 |
| Maximum | 94255.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93709 |
|---|---|
| 5-th percentile | 93726.695 |
| Q1 | 93862.725 |
| median | 93906 |
| Q3 | 94020 |
| 95-th percentile | 94255.405 |
| Maximum | 94255.5 |
| Range | 546.5 |
| Interquartile range (IQR) | 157.275 |
Descriptive statistics
| Standard deviation | 156.86403 |
|---|---|
| Coefficient of variation (CV) | 0.0016695345 |
| Kurtosis | -0.51657661 |
| Mean | 93956.746 |
| Median Absolute Deviation (MAD) | 94.35 |
| Skewness | 0.49114698 |
| Sum | 9395674.6 |
| Variance | 24606.324 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.4046524659 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94255.4 | 6 | 6.0% |
| 94255.5 | 5 | 5.0% |
| 93898.1 | 5 | 5.0% |
| 93880 | 5 | 5.0% |
| 93987.2 | 3 | 3.0% |
| 93906 | 3 | 3.0% |
| 94182.5 | 3 | 3.0% |
| 94000.3 | 3 | 3.0% |
| 94015.7 | 3 | 3.0% |
| 93729 | 2 | 2.0% |
| Other values (50) | 62 |
| Value | Count | Frequency (%) |
| 93709 | 1 | |
| 93709.1 | 1 | |
| 93709.4 | 1 | |
| 93709.5 | 2 | |
| 93727.6 | 1 | |
| 93728.2 | 2 | |
| 93729 | 2 | |
| 93740.3 | 1 | |
| 93761.2 | 1 | |
| 93795.2 | 2 |
| Value | Count | Frequency (%) |
| 94255.5 | 5 | |
| 94255.4 | 6 | |
| 94182.6 | 1 | 1.0% |
| 94182.5 | 3 | |
| 94177 | 1 | 1.0% |
| 94168.1 | 1 | 1.0% |
| 94119.9 | 1 | 1.0% |
| 94113.4 | 2 | 2.0% |
| 94067.1 | 1 | 1.0% |
| 94025 | 1 | 1.0% |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 61 |
|---|---|
| Distinct (%) | 61.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93947.856 |
|---|---|
| Minimum | 93697.9 |
| Maximum | 94255.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93697.9 |
|---|---|
| 5-th percentile | 93709.5 |
| Q1 | 93852 |
| median | 93898 |
| Q3 | 94015.725 |
| 95-th percentile | 94255.4 |
| Maximum | 94255.5 |
| Range | 557.6 |
| Interquartile range (IQR) | 163.725 |
Descriptive statistics
| Standard deviation | 157.19836 |
|---|---|
| Coefficient of variation (CV) | 0.0016732512 |
| Kurtosis | -0.47182949 |
| Mean | 93947.856 |
| Median Absolute Deviation (MAD) | 102.15 |
| Skewness | 0.52786348 |
| Sum | 9394785.6 |
| Variance | 24711.325 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3503106548 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94255.4 | 8 | 8.0% |
| 93879.9 | 5 | 5.0% |
| 93898 | 5 | 5.0% |
| 94000.2 | 4 | 4.0% |
| 94182.5 | 3 | 3.0% |
| 93888 | 3 | 3.0% |
| 94015.7 | 3 | 3.0% |
| 93987.1 | 3 | 3.0% |
| 93852 | 3 | 3.0% |
| 93890.6 | 2 | 2.0% |
| Other values (51) | 61 |
| Value | Count | Frequency (%) |
| 93697.9 | 1 | |
| 93709 | 1 | |
| 93709.1 | 1 | |
| 93709.4 | 1 | |
| 93709.5 | 2 | |
| 93727.4 | 1 | |
| 93728.1 | 2 | |
| 93729 | 2 | |
| 93740.3 | 1 | |
| 93761.2 | 1 |
| Value | Count | Frequency (%) |
| 94255.5 | 1 | 1.0% |
| 94255.4 | 8 | |
| 94255.3 | 1 | 1.0% |
| 94182.5 | 3 | 3.0% |
| 94181.2 | 1 | 1.0% |
| 94177 | 2 | 2.0% |
| 94119.8 | 1 | 1.0% |
| 94114 | 1 | 1.0% |
| 94113.4 | 1 | 1.0% |
| 94067.1 | 1 | 1.0% |
ACF and PACF
high
Numeric time series
High correlation Non stationary
| Distinct | 51 |
|---|---|
| Distinct (%) | 51.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93960.799 |
|---|---|
| Minimum | 93709.1 |
| Maximum | 94255.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93709.1 |
|---|---|
| 5-th percentile | 93728.17 |
| Q1 | 93864.6 |
| median | 93909.85 |
| Q3 | 94020.325 |
| 95-th percentile | 94255.5 |
| Maximum | 94255.5 |
| Range | 546.4 |
| Interquartile range (IQR) | 155.725 |
Descriptive statistics
| Standard deviation | 154.49851 |
|---|---|
| Coefficient of variation (CV) | 0.0016442869 |
| Kurtosis | -0.48557844 |
| Mean | 93960.799 |
| Median Absolute Deviation (MAD) | 90.55 |
| Skewness | 0.48224977 |
| Sum | 9396079.9 |
| Variance | 23869.79 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.4183377651 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94255.5 | 8 | 8.0% |
| 93898.1 | 5 | 5.0% |
| 93880 | 5 | 5.0% |
| 93906 | 4 | 4.0% |
| 94015.8 | 4 | 4.0% |
| 93987.2 | 4 | 4.0% |
| 94255.4 | 3 | 3.0% |
| 93888.1 | 3 | 3.0% |
| 93709.5 | 3 | 3.0% |
| 94000.4 | 3 | 3.0% |
| Other values (41) | 58 |
| Value | Count | Frequency (%) |
| 93709.1 | 1 | 1.0% |
| 93709.5 | 3 | |
| 93727.6 | 1 | 1.0% |
| 93728.2 | 2 | |
| 93729 | 1 | 1.0% |
| 93729.1 | 1 | 1.0% |
| 93740.3 | 1 | 1.0% |
| 93761.2 | 1 | 1.0% |
| 93795.3 | 2 | |
| 93800 | 2 |
| Value | Count | Frequency (%) |
| 94255.5 | 8 | |
| 94255.4 | 3 | 3.0% |
| 94182.6 | 3 | 3.0% |
| 94182.5 | 1 | 1.0% |
| 94177 | 1 | 1.0% |
| 94168.1 | 1 | 1.0% |
| 94119.9 | 1 | 1.0% |
| 94113.5 | 2 | 2.0% |
| 94067.1 | 1 | 1.0% |
| 94025 | 1 | 1.0% |
ACF and PACF
close
Numeric time series
High correlation Non stationary
| Distinct | 63 |
|---|---|
| Distinct (%) | 63.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93952.285 |
|---|---|
| Minimum | 93707.8 |
| Maximum | 94255.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93707.8 |
|---|---|
| 5-th percentile | 93726.505 |
| Q1 | 93856.375 |
| median | 93905.95 |
| Q3 | 94016.8 |
| 95-th percentile | 94255.4 |
| Maximum | 94255.5 |
| Range | 547.7 |
| Interquartile range (IQR) | 160.425 |
Descriptive statistics
| Standard deviation | 154.6582 |
|---|---|
| Coefficient of variation (CV) | 0.0016461356 |
| Kurtosis | -0.44268345 |
| Mean | 93952.285 |
| Median Absolute Deviation (MAD) | 94.3 |
| Skewness | 0.5200018 |
| Sum | 9395228.5 |
| Variance | 23919.16 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.05699449213 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94255.4 | 7 | 7.0% |
| 93880 | 5 | 5.0% |
| 94000.2 | 4 | 4.0% |
| 94015.8 | 4 | 4.0% |
| 93709.5 | 3 | 3.0% |
| 93898.1 | 3 | 3.0% |
| 94255.5 | 3 | 3.0% |
| 94020.4 | 3 | 3.0% |
| 93987.2 | 3 | 3.0% |
| 93879.9 | 2 | 2.0% |
| Other values (53) | 63 |
| Value | Count | Frequency (%) |
| 93707.8 | 1 | 1.0% |
| 93709.1 | 1 | 1.0% |
| 93709.5 | 3 | |
| 93727.4 | 1 | 1.0% |
| 93728.2 | 2 | |
| 93729 | 1 | 1.0% |
| 93729.1 | 1 | 1.0% |
| 93740.3 | 1 | 1.0% |
| 93761.3 | 1 | 1.0% |
| 93795.3 | 2 |
| Value | Count | Frequency (%) |
| 94255.5 | 3 | |
| 94255.4 | 7 | |
| 94182.6 | 2 | 2.0% |
| 94182.5 | 1 | 1.0% |
| 94181.2 | 1 | 1.0% |
| 94177.1 | 1 | 1.0% |
| 94177 | 1 | 1.0% |
| 94119.9 | 1 | 1.0% |
| 94114 | 1 | 1.0% |
| 94113.5 | 1 | 1.0% |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83328507 |
| Minimum | 0.00113458 |
|---|---|
| Maximum | 32.571468 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.00113458 |
|---|---|
| 5-th percentile | 0.0028714805 |
| Q1 | 0.01278258 |
| median | 0.044290165 |
| Q3 | 0.27200311 |
| 95-th percentile | 2.0423695 |
| Maximum | 32.571468 |
| Range | 32.570333 |
| Interquartile range (IQR) | 0.25922053 |
Descriptive statistics
| Standard deviation | 3.8736362 |
|---|---|
| Coefficient of variation (CV) | 4.6486327 |
| Kurtosis | 53.175288 |
| Mean | 0.83328507 |
| Median Absolute Deviation (MAD) | 0.03977177 |
| Skewness | 7.1283581 |
| Sum | 83.328507 |
| Variance | 15.005057 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.00113458 | 1 | 1.0% |
| 0.01260084 | 1 | 1.0% |
| 0.02382526 | 1 | 1.0% |
| 0.91444063 | 1 | 1.0% |
| 0.03366963 | 1 | 1.0% |
| 0.10050392 | 1 | 1.0% |
| 0.31894098 | 1 | 1.0% |
| 4.03769803 | 1 | 1.0% |
| 0.05139855 | 1 | 1.0% |
| 0.0224397 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0.00113458 | 1 | |
| 0.00171182 | 1 | |
| 0.00190897 | 1 | |
| 0.00212766 | 1 | |
| 0.00256008 | 1 | |
| 0.00288787 | 1 | |
| 0.00303241 | 1 | |
| 0.0031998 | 1 | |
| 0.00379054 | 1 | |
| 0.0040178 | 1 |
| Value | Count | Frequency (%) |
| 32.57146805 | 1 | |
| 21.0058603 | 1 | |
| 4.03769803 | 1 | |
| 3.28723909 | 1 | |
| 2.78025223 | 1 | |
| 2.00353353 | 1 | |
| 1.43092744 | 1 | |
| 1.23172413 | 1 | |
| 1.20792975 | 1 | |
| 1.18215473 | 1 |
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7465301 × 1012 |
|---|---|
| Minimum | 1.746527 × 1012 |
| Maximum | 1.746533 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.746527 × 1012 |
|---|---|
| 5-th percentile | 1.7465274 × 1012 |
| Q1 | 1.7465286 × 1012 |
| median | 1.7465301 × 1012 |
| Q3 | 1.7465316 × 1012 |
| 95-th percentile | 1.7465327 × 1012 |
| Maximum | 1.746533 × 1012 |
| Range | 6060000 |
| Interquartile range (IQR) | 2970000 |
Descriptive statistics
| Standard deviation | 1746837.6 |
|---|---|
| Coefficient of variation (CV) | 1.0001761 × 10-6 |
| Kurtosis | -1.1839308 |
| Mean | 1.7465301 × 1012 |
| Median Absolute Deviation (MAD) | 1500000 |
| Skewness | -0.011879349 |
| Sum | 1.7465301 × 1014 |
| Variance | 3.0514415 × 1012 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585312031 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.74652698 × 1012 | 1 | 1.0% |
| 1.74653088 × 1012 | 1 | 1.0% |
| 1.74653148 × 1012 | 1 | 1.0% |
| 1.74653142 × 1012 | 1 | 1.0% |
| 1.74653136 × 1012 | 1 | 1.0% |
| 1.7465313 × 1012 | 1 | 1.0% |
| 1.74653124 × 1012 | 1 | 1.0% |
| 1.74653118 × 1012 | 1 | 1.0% |
| 1.74653112 × 1012 | 1 | 1.0% |
| 1.74653106 × 1012 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.74652698 × 1012 | 1 | |
| 1.74652704 × 1012 | 1 | |
| 1.74652716 × 1012 | 1 | |
| 1.74652722 × 1012 | 1 | |
| 1.74652734 × 1012 | 1 | |
| 1.7465274 × 1012 | 1 | |
| 1.74652746 × 1012 | 1 | |
| 1.74652752 × 1012 | 1 | |
| 1.74652758 × 1012 | 1 | |
| 1.74652764 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.74653304 × 1012 | 1 | |
| 1.74653298 × 1012 | 1 | |
| 1.74653292 × 1012 | 1 | |
| 1.74653286 × 1012 | 1 | |
| 1.7465328 × 1012 | 1 | |
| 1.74653274 × 1012 | 1 | |
| 1.74653268 × 1012 | 1 | |
| 1.74653262 × 1012 | 1 | |
| 1.74653256 × 1012 | 1 | |
| 1.7465325 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7465301 × 1012 |
|---|---|
| Minimum | 1.746527 × 1012 |
| Maximum | 1.7465331 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.746527 × 1012 |
|---|---|
| 5-th percentile | 1.7465275 × 1012 |
| Q1 | 1.7465286 × 1012 |
| median | 1.7465301 × 1012 |
| Q3 | 1.7465316 × 1012 |
| 95-th percentile | 1.7465328 × 1012 |
| Maximum | 1.7465331 × 1012 |
| Range | 6060000 |
| Interquartile range (IQR) | 2970000 |
Descriptive statistics
| Standard deviation | 1746837.6 |
|---|---|
| Coefficient of variation (CV) | 1.000176 × 10-6 |
| Kurtosis | -1.1839308 |
| Mean | 1.7465301 × 1012 |
| Median Absolute Deviation (MAD) | 1500000 |
| Skewness | -0.011879349 |
| Sum | 1.7465301 × 1014 |
| Variance | 3.0514415 × 1012 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585327774 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.74652704 × 1012 | 1 | 1.0% |
| 1.74653094 × 1012 | 1 | 1.0% |
| 1.74653154 × 1012 | 1 | 1.0% |
| 1.74653148 × 1012 | 1 | 1.0% |
| 1.74653142 × 1012 | 1 | 1.0% |
| 1.74653136 × 1012 | 1 | 1.0% |
| 1.7465313 × 1012 | 1 | 1.0% |
| 1.74653124 × 1012 | 1 | 1.0% |
| 1.74653118 × 1012 | 1 | 1.0% |
| 1.74653112 × 1012 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.74652704 × 1012 | 1 | |
| 1.7465271 × 1012 | 1 | |
| 1.74652722 × 1012 | 1 | |
| 1.74652728 × 1012 | 1 | |
| 1.7465274 × 1012 | 1 | |
| 1.74652746 × 1012 | 1 | |
| 1.74652752 × 1012 | 1 | |
| 1.74652758 × 1012 | 1 | |
| 1.74652764 × 1012 | 1 | |
| 1.7465277 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.7465331 × 1012 | 1 | |
| 1.74653304 × 1012 | 1 | |
| 1.74653298 × 1012 | 1 | |
| 1.74653292 × 1012 | 1 | |
| 1.74653286 × 1012 | 1 | |
| 1.7465328 × 1012 | 1 | |
| 1.74653274 × 1012 | 1 | |
| 1.74653268 × 1012 | 1 | |
| 1.74653262 × 1012 | 1 | |
| 1.74653256 × 1012 | 1 |
ACF and PACF
candle_seconds
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| 60 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 60 |
|---|---|
| 2nd row | 60 |
| 3rd row | 60 |
| 4th row | 60 |
| 5th row | 60 |
Common Values
| Value | Count | Frequency (%) |
| 60 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 60 | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
sma_7
Numeric time series
High correlation Non stationary
| Distinct | 97 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93966.167 |
|---|---|
| Minimum | 93714.429 |
| Maximum | 94255.443 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93714.429 |
|---|---|
| 5-th percentile | 93724.609 |
| Q1 | 93871.479 |
| median | 93937.829 |
| Q3 | 94015.289 |
| 95-th percentile | 94255.387 |
| Maximum | 94255.443 |
| Range | 541.01429 |
| Interquartile range (IQR) | 143.81071 |
Descriptive statistics
| Standard deviation | 154.90363 |
|---|---|
| Coefficient of variation (CV) | 0.0016485043 |
| Kurtosis | -0.5858438 |
| Mean | 93966.167 |
| Median Absolute Deviation (MAD) | 74.542857 |
| Skewness | 0.47630324 |
| Sum | 9396616.7 |
| Variance | 23995.134 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2082594343 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94255.44286 | 3 | 3.0% |
| 93866.44286 | 2 | 2.0% |
| 94217.37143 | 1 | 1.0% |
| 93935.61429 | 1 | 1.0% |
| 93865.32857 | 1 | 1.0% |
| 93867.48571 | 1 | 1.0% |
| 93874.05714 | 1 | 1.0% |
| 93880.64286 | 1 | 1.0% |
| 93887.57143 | 1 | 1.0% |
| 93900.32857 | 1 | 1.0% |
| Other values (87) | 87 |
| Value | Count | Frequency (%) |
| 93714.42857 | 1 | |
| 93714.54286 | 1 | |
| 93717.57143 | 1 | |
| 93719.15714 | 1 | |
| 93720.42857 | 1 | |
| 93724.82857 | 1 | |
| 93731.41429 | 1 | |
| 93737.75714 | 1 | |
| 93743.67143 | 1 | |
| 93750.68571 | 1 |
| Value | Count | Frequency (%) |
| 94255.44286 | 3 | |
| 94255.42857 | 1 | 1.0% |
| 94255.41429 | 1 | 1.0% |
| 94255.38571 | 1 | 1.0% |
| 94255.27143 | 1 | 1.0% |
| 94244.84286 | 1 | 1.0% |
| 94244.07143 | 1 | 1.0% |
| 94234.42857 | 1 | 1.0% |
| 94231.85714 | 1 | 1.0% |
| 94224.01429 | 1 | 1.0% |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93981.711 |
|---|---|
| Minimum | 93734.25 |
| Maximum | 94250.057 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93734.25 |
|---|---|
| 5-th percentile | 93761.098 |
| Q1 | 93882.196 |
| median | 93958.179 |
| Q3 | 94052.323 |
| 95-th percentile | 94236.573 |
| Maximum | 94250.057 |
| Range | 515.80714 |
| Interquartile range (IQR) | 170.12679 |
Descriptive statistics
| Standard deviation | 146.69593 |
|---|---|
| Coefficient of variation (CV) | 0.0015608987 |
| Kurtosis | -0.75306392 |
| Mean | 93981.711 |
| Median Absolute Deviation (MAD) | 78.710714 |
| Skewness | 0.43626355 |
| Sum | 9398171.1 |
| Variance | 21519.697 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5987956902 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94185.67143 | 1 | 1.0% |
| 93969.37143 | 1 | 1.0% |
| 93882.85 | 1 | 1.0% |
| 93886.79286 | 1 | 1.0% |
| 93894.24286 | 1 | 1.0% |
| 93904.83571 | 1 | 1.0% |
| 93915.43571 | 1 | 1.0% |
| 93925.62857 | 1 | 1.0% |
| 93938.74286 | 1 | 1.0% |
| 93946.03571 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 93734.25 | 1 | |
| 93734.58571 | 1 | |
| 93734.92143 | 1 | |
| 93742.3 | 1 | |
| 93751.97143 | 1 | |
| 93761.57857 | 1 | |
| 93769.55714 | 1 | |
| 93777.52857 | 1 | |
| 93786.66429 | 1 | |
| 93795.80714 | 1 |
| Value | Count | Frequency (%) |
| 94250.05714 | 1 | |
| 94249.75714 | 1 | |
| 94244.90714 | 1 | |
| 94243.65 | 1 | |
| 94239.71429 | 1 | |
| 94236.40714 | 1 | |
| 94234.51429 | 1 | |
| 94229.15714 | 1 | |
| 94228.92143 | 1 | |
| 94223.32143 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93995.851 |
|---|---|
| Minimum | 93768.581 |
| Maximum | 94226.167 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93768.581 |
|---|---|
| 5-th percentile | 93792.96 |
| Q1 | 93914.124 |
| median | 93969.871 |
| Q3 | 94113.893 |
| 95-th percentile | 94221.316 |
| Maximum | 94226.167 |
| Range | 457.58571 |
| Interquartile range (IQR) | 199.76905 |
Descriptive statistics
| Standard deviation | 136.50674 |
|---|---|
| Coefficient of variation (CV) | 0.0014522634 |
| Kurtosis | -0.92986801 |
| Mean | 93995.851 |
| Median Absolute Deviation (MAD) | 83.690476 |
| Skewness | 0.38748208 |
| Sum | 9399585.1 |
| Variance | 18634.089 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5906068337 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94173.96667 | 1 | 1.0% |
| 93984.58571 | 1 | 1.0% |
| 93919.50476 | 1 | 1.0% |
| 93923.99524 | 1 | 1.0% |
| 93929.58095 | 1 | 1.0% |
| 93937.6 | 1 | 1.0% |
| 93945.61905 | 1 | 1.0% |
| 93953.37619 | 1 | 1.0% |
| 93963.04762 | 1 | 1.0% |
| 93968.65238 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 93768.58095 | 1 | |
| 93770.3619 | 1 | |
| 93772.14762 | 1 | |
| 93776.17143 | 1 | |
| 93784.78095 | 1 | |
| 93793.39048 | 1 | |
| 93801.85238 | 1 | |
| 93809.21905 | 1 | |
| 93816.00476 | 1 | |
| 93822.79048 | 1 |
| Value | Count | Frequency (%) |
| 94226.16667 | 1 | |
| 94225.07143 | 1 | |
| 94223.97143 | 1 | |
| 94223.78571 | 1 | |
| 94222.60952 | 1 | |
| 94221.24762 | 1 | |
| 94220.78571 | 1 | |
| 94219.88571 | 1 | |
| 94218.59048 | 1 | |
| 94214.06667 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94049.173 |
|---|---|
| Minimum | 93882.37 |
| Maximum | 94165.538 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93882.37 |
|---|---|
| 5-th percentile | 93899.277 |
| Q1 | 93952.527 |
| median | 94070.898 |
| Q3 | 94145.599 |
| 95-th percentile | 94164.78 |
| Maximum | 94165.538 |
| Range | 283.16833 |
| Interquartile range (IQR) | 193.07208 |
Descriptive statistics
| Standard deviation | 95.444119 |
|---|---|
| Coefficient of variation (CV) | 0.0010148321 |
| Kurtosis | -1.3703476 |
| Mean | 94049.173 |
| Median Absolute Deviation (MAD) | 82.880833 |
| Skewness | -0.32918114 |
| Sum | 9404917.3 |
| Variance | 9109.5798 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9119563484 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94145.41333 | 1 | 1.0% |
| 94016.46833 | 1 | 1.0% |
| 93958.095 | 1 | 1.0% |
| 93962.70667 | 1 | 1.0% |
| 93967.70167 | 1 | 1.0% |
| 93973.21 | 1 | 1.0% |
| 93978.69667 | 1 | 1.0% |
| 93985.32833 | 1 | 1.0% |
| 93992.64 | 1 | 1.0% |
| 93998.59667 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 93882.37 | 1 | |
| 93885.49 | 1 | |
| 93888.61 | 1 | |
| 93892.72333 | 1 | |
| 93896.88667 | 1 | |
| 93899.40333 | 1 | |
| 93901.93167 | 1 | |
| 93904.46167 | 1 | |
| 93907.30333 | 1 | |
| 93910.145 | 1 |
| Value | Count | Frequency (%) |
| 94165.53833 | 1 | |
| 94165.50833 | 1 | |
| 94165.48667 | 1 | |
| 94165.36167 | 1 | |
| 94164.80333 | 1 | |
| 94164.77833 | 1 | |
| 94164.24333 | 1 | |
| 94163.59333 | 1 | |
| 94163.34833 | 1 | |
| 94162.94333 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation Non stationary
| Distinct | 97 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93966.167 |
|---|---|
| Minimum | 93714.429 |
| Maximum | 94255.443 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93714.429 |
|---|---|
| 5-th percentile | 93724.609 |
| Q1 | 93871.479 |
| median | 93937.829 |
| Q3 | 94015.289 |
| 95-th percentile | 94255.387 |
| Maximum | 94255.443 |
| Range | 541.01429 |
| Interquartile range (IQR) | 143.81071 |
Descriptive statistics
| Standard deviation | 154.90363 |
|---|---|
| Coefficient of variation (CV) | 0.0016485043 |
| Kurtosis | -0.5858438 |
| Mean | 93966.167 |
| Median Absolute Deviation (MAD) | 74.542857 |
| Skewness | 0.47630324 |
| Sum | 9396616.7 |
| Variance | 23995.134 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2082594343 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94255.44286 | 3 | 3.0% |
| 93866.44286 | 2 | 2.0% |
| 94217.37143 | 1 | 1.0% |
| 93935.61429 | 1 | 1.0% |
| 93865.32857 | 1 | 1.0% |
| 93867.48571 | 1 | 1.0% |
| 93874.05714 | 1 | 1.0% |
| 93880.64286 | 1 | 1.0% |
| 93887.57143 | 1 | 1.0% |
| 93900.32857 | 1 | 1.0% |
| Other values (87) | 87 |
| Value | Count | Frequency (%) |
| 93714.42857 | 1 | |
| 93714.54286 | 1 | |
| 93717.57143 | 1 | |
| 93719.15714 | 1 | |
| 93720.42857 | 1 | |
| 93724.82857 | 1 | |
| 93731.41429 | 1 | |
| 93737.75714 | 1 | |
| 93743.67143 | 1 | |
| 93750.68571 | 1 |
| Value | Count | Frequency (%) |
| 94255.44286 | 3 | |
| 94255.42857 | 1 | 1.0% |
| 94255.41429 | 1 | 1.0% |
| 94255.38571 | 1 | 1.0% |
| 94255.27143 | 1 | 1.0% |
| 94244.84286 | 1 | 1.0% |
| 94244.07143 | 1 | 1.0% |
| 94234.42857 | 1 | 1.0% |
| 94231.85714 | 1 | 1.0% |
| 94224.01429 | 1 | 1.0% |
ACF and PACF
ema_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93981.711 |
|---|---|
| Minimum | 93734.25 |
| Maximum | 94250.057 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93734.25 |
|---|---|
| 5-th percentile | 93761.098 |
| Q1 | 93882.196 |
| median | 93958.179 |
| Q3 | 94052.323 |
| 95-th percentile | 94236.573 |
| Maximum | 94250.057 |
| Range | 515.80714 |
| Interquartile range (IQR) | 170.12679 |
Descriptive statistics
| Standard deviation | 146.69593 |
|---|---|
| Coefficient of variation (CV) | 0.0015608987 |
| Kurtosis | -0.75306392 |
| Mean | 93981.711 |
| Median Absolute Deviation (MAD) | 78.710714 |
| Skewness | 0.43626355 |
| Sum | 9398171.1 |
| Variance | 21519.697 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5987956902 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94185.67143 | 1 | 1.0% |
| 93969.37143 | 1 | 1.0% |
| 93882.85 | 1 | 1.0% |
| 93886.79286 | 1 | 1.0% |
| 93894.24286 | 1 | 1.0% |
| 93904.83571 | 1 | 1.0% |
| 93915.43571 | 1 | 1.0% |
| 93925.62857 | 1 | 1.0% |
| 93938.74286 | 1 | 1.0% |
| 93946.03571 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 93734.25 | 1 | |
| 93734.58571 | 1 | |
| 93734.92143 | 1 | |
| 93742.3 | 1 | |
| 93751.97143 | 1 | |
| 93761.57857 | 1 | |
| 93769.55714 | 1 | |
| 93777.52857 | 1 | |
| 93786.66429 | 1 | |
| 93795.80714 | 1 |
| Value | Count | Frequency (%) |
| 94250.05714 | 1 | |
| 94249.75714 | 1 | |
| 94244.90714 | 1 | |
| 94243.65 | 1 | |
| 94239.71429 | 1 | |
| 94236.40714 | 1 | |
| 94234.51429 | 1 | |
| 94229.15714 | 1 | |
| 94228.92143 | 1 | |
| 94223.32143 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93995.851 |
|---|---|
| Minimum | 93768.581 |
| Maximum | 94226.167 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93768.581 |
|---|---|
| 5-th percentile | 93792.96 |
| Q1 | 93914.124 |
| median | 93969.871 |
| Q3 | 94113.893 |
| 95-th percentile | 94221.316 |
| Maximum | 94226.167 |
| Range | 457.58571 |
| Interquartile range (IQR) | 199.76905 |
Descriptive statistics
| Standard deviation | 136.50674 |
|---|---|
| Coefficient of variation (CV) | 0.0014522634 |
| Kurtosis | -0.92986801 |
| Mean | 93995.851 |
| Median Absolute Deviation (MAD) | 83.690476 |
| Skewness | 0.38748208 |
| Sum | 9399585.1 |
| Variance | 18634.089 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5906068337 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94173.96667 | 1 | 1.0% |
| 93984.58571 | 1 | 1.0% |
| 93919.50476 | 1 | 1.0% |
| 93923.99524 | 1 | 1.0% |
| 93929.58095 | 1 | 1.0% |
| 93937.6 | 1 | 1.0% |
| 93945.61905 | 1 | 1.0% |
| 93953.37619 | 1 | 1.0% |
| 93963.04762 | 1 | 1.0% |
| 93968.65238 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 93768.58095 | 1 | |
| 93770.3619 | 1 | |
| 93772.14762 | 1 | |
| 93776.17143 | 1 | |
| 93784.78095 | 1 | |
| 93793.39048 | 1 | |
| 93801.85238 | 1 | |
| 93809.21905 | 1 | |
| 93816.00476 | 1 | |
| 93822.79048 | 1 |
| Value | Count | Frequency (%) |
| 94226.16667 | 1 | |
| 94225.07143 | 1 | |
| 94223.97143 | 1 | |
| 94223.78571 | 1 | |
| 94222.60952 | 1 | |
| 94221.24762 | 1 | |
| 94220.78571 | 1 | |
| 94219.88571 | 1 | |
| 94218.59048 | 1 | |
| 94214.06667 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94049.173 |
|---|---|
| Minimum | 93882.37 |
| Maximum | 94165.538 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93882.37 |
|---|---|
| 5-th percentile | 93899.277 |
| Q1 | 93952.527 |
| median | 94070.898 |
| Q3 | 94145.599 |
| 95-th percentile | 94164.78 |
| Maximum | 94165.538 |
| Range | 283.16833 |
| Interquartile range (IQR) | 193.07208 |
Descriptive statistics
| Standard deviation | 95.444119 |
|---|---|
| Coefficient of variation (CV) | 0.0010148321 |
| Kurtosis | -1.3703476 |
| Mean | 94049.173 |
| Median Absolute Deviation (MAD) | 82.880833 |
| Skewness | -0.32918114 |
| Sum | 9404917.3 |
| Variance | 9109.5798 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9119563484 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94145.41333 | 1 | 1.0% |
| 94016.46833 | 1 | 1.0% |
| 93958.095 | 1 | 1.0% |
| 93962.70667 | 1 | 1.0% |
| 93967.70167 | 1 | 1.0% |
| 93973.21 | 1 | 1.0% |
| 93978.69667 | 1 | 1.0% |
| 93985.32833 | 1 | 1.0% |
| 93992.64 | 1 | 1.0% |
| 93998.59667 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 93882.37 | 1 | |
| 93885.49 | 1 | |
| 93888.61 | 1 | |
| 93892.72333 | 1 | |
| 93896.88667 | 1 | |
| 93899.40333 | 1 | |
| 93901.93167 | 1 | |
| 93904.46167 | 1 | |
| 93907.30333 | 1 | |
| 93910.145 | 1 |
| Value | Count | Frequency (%) |
| 94165.53833 | 1 | |
| 94165.50833 | 1 | |
| 94165.48667 | 1 | |
| 94165.36167 | 1 | |
| 94164.80333 | 1 | |
| 94164.77833 | 1 | |
| 94164.24333 | 1 | |
| 94163.59333 | 1 | |
| 94163.34833 | 1 | |
| 94162.94333 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation Zeros
| Distinct | 70 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.464453 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 5 |
| Zeros (%) | 5.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.042016807 |
| Q1 | 1.8494055 |
| median | 31.909054 |
| Q3 | 81.754352 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 79.904947 |
Descriptive statistics
| Standard deviation | 39.345698 |
|---|---|
| Coefficient of variation (CV) | 0.9489019 |
| Kurtosis | -1.3651888 |
| Mean | 41.464453 |
| Median Absolute Deviation (MAD) | 30.824283 |
| Skewness | 0.46434286 |
| Sum | 4146.4453 |
| Variance | 1548.084 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.03462386894 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 100 | 17 | 17.0% |
| 0 | 5 | 5.0% |
| 1.849405548 | 3 | 3.0% |
| 18.5483871 | 3 | 3.0% |
| 50 | 2 | 2.0% |
| 71.66666667 | 2 | 2.0% |
| 99.03846154 | 2 | 2.0% |
| 99.90689013 | 2 | 2.0% |
| 1.905829596 | 2 | 2.0% |
| 1.724137931 | 2 | 2.0% |
| Other values (60) | 60 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.04422821761 | 1 | 1.0% |
| 0.04430660169 | 1 | 1.0% |
| 0.05058168943 | 1 | 1.0% |
| 0.0634920635 | 1 | 1.0% |
| 0.1117318436 | 1 | 1.0% |
| 0.1344086022 | 1 | 1.0% |
| 0.1445086705 | 1 | 1.0% |
| 0.2691790041 | 1 | 1.0% |
| 0.2722323049 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 100 | 17 | |
| 99.9263623 | 1 | 1.0% |
| 99.90689013 | 2 | 2.0% |
| 99.90680336 | 1 | 1.0% |
| 99.89919355 | 1 | 1.0% |
| 99.03846154 | 2 | 2.0% |
| 94.72168906 | 1 | 1.0% |
| 77.43190661 | 1 | 1.0% |
| 71.70953101 | 1 | 1.0% |
| 71.66666667 | 2 | 2.0% |
ACF and PACF
rsi_14
Numeric time series
High correlation Non stationary
| Distinct | 86 |
|---|---|
| Distinct (%) | 86.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.772958 |
|---|---|
| Minimum | 0.031938678 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.031938678 |
|---|---|
| 5-th percentile | 0.38032174 |
| Q1 | 7.025285 |
| median | 24.262204 |
| Q3 | 64.395459 |
| 95-th percentile | 99.931601 |
| Maximum | 100 |
| Range | 99.968061 |
| Interquartile range (IQR) | 57.370174 |
Descriptive statistics
| Standard deviation | 36.052446 |
|---|---|
| Coefficient of variation (CV) | 0.9298348 |
| Kurtosis | -1.147605 |
| Mean | 38.772958 |
| Median Absolute Deviation (MAD) | 22.418319 |
| Skewness | 0.60022191 |
| Sum | 3877.2958 |
| Variance | 1299.7789 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2107685876 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 100 | 4 | 4.0% |
| 89.15801615 | 3 | 3.0% |
| 99.80353635 | 2 | 2.0% |
| 0.03193867774 | 2 | 2.0% |
| 38.75446251 | 2 | 2.0% |
| 39.31593794 | 2 | 2.0% |
| 11.81750187 | 2 | 2.0% |
| 99.93160055 | 2 | 2.0% |
| 57.15859031 | 2 | 2.0% |
| 51.30773511 | 2 | 2.0% |
| Other values (76) | 77 |
| Value | Count | Frequency (%) |
| 0.03193867774 | 2 | |
| 0.06499837504 | 1 | |
| 0.06781959987 | 1 | |
| 0.37817396 | 1 | |
| 0.3804347826 | 1 | |
| 0.4450095359 | 1 | |
| 0.506585613 | 1 | |
| 0.6052745352 | 1 | |
| 0.7326007326 | 1 | |
| 1.035196687 | 1 |
| Value | Count | Frequency (%) |
| 100 | 4 | |
| 99.93160055 | 2 | |
| 99.93155373 | 1 | 1.0% |
| 99.90167158 | 1 | 1.0% |
| 99.9015748 | 2 | |
| 99.88331389 | 1 | 1.0% |
| 99.80353635 | 2 | |
| 89.48847667 | 1 | 1.0% |
| 89.48256468 | 1 | 1.0% |
| 89.40248027 | 1 | 1.0% |
ACF and PACF
rsi_21
Numeric time series
High correlation
| Distinct | 87 |
|---|---|
| Distinct (%) | 87.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.76786 |
|---|---|
| Minimum | 0.38580247 |
| Maximum | 99.811143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.38580247 |
|---|---|
| 5-th percentile | 0.43071655 |
| Q1 | 20.14862 |
| median | 33.76949 |
| Q3 | 62.144531 |
| 95-th percentile | 99.804091 |
| Maximum | 99.811143 |
| Range | 99.42534 |
| Interquartile range (IQR) | 41.99591 |
Descriptive statistics
| Standard deviation | 31.89743 |
|---|---|
| Coefficient of variation (CV) | 0.76368361 |
| Kurtosis | -0.90136081 |
| Mean | 41.76786 |
| Median Absolute Deviation (MAD) | 22.536943 |
| Skewness | 0.51226287 |
| Sum | 4176.786 |
| Variance | 1017.4461 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 5.90354358 × 10-5 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 99.81114259 | 3 | 3.0% |
| 80.32290616 | 3 | 3.0% |
| 58.06997743 | 3 | 3.0% |
| 12.87066246 | 2 | 2.0% |
| 29.12393788 | 2 | 2.0% |
| 99.81096408 | 2 | 2.0% |
| 99.80372915 | 2 | 2.0% |
| 80.33282905 | 2 | 2.0% |
| 20.09943182 | 2 | 2.0% |
| 0.3858024691 | 2 | 2.0% |
| Other values (77) | 77 |
| Value | Count | Frequency (%) |
| 0.3858024691 | 2 | |
| 0.4049676026 | 1 | |
| 0.4073872895 | 1 | |
| 0.4114168167 | 1 | |
| 0.431732326 | 1 | |
| 0.4318488529 | 1 | |
| 0.4766444233 | 1 | |
| 0.6482281763 | 1 | |
| 0.8363826451 | 1 | |
| 1.578586136 | 1 |
| Value | Count | Frequency (%) |
| 99.81114259 | 3 | |
| 99.81096408 | 2 | |
| 99.80372915 | 2 | |
| 99.71724788 | 1 | 1.0% |
| 99.71698113 | 1 | 1.0% |
| 99.70588235 | 1 | 1.0% |
| 90.01593202 | 1 | 1.0% |
| 90.01062699 | 1 | 1.0% |
| 89.98401705 | 1 | 1.0% |
| 89.44413251 | 1 | 1.0% |
ACF and PACF
rsi_60
Numeric time series
High correlation Non stationary
| Distinct | 81 |
|---|---|
| Distinct (%) | 81.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.582098 |
|---|---|
| Minimum | 22.99643 |
| Maximum | 78.699437 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 22.99643 |
|---|---|
| 5-th percentile | 25.553526 |
| Q1 | 29.337223 |
| median | 38.70341 |
| Q3 | 43.004617 |
| 95-th percentile | 78.650248 |
| Maximum | 78.699437 |
| Range | 55.703007 |
| Interquartile range (IQR) | 13.667395 |
Descriptive statistics
| Standard deviation | 14.759194 |
|---|---|
| Coefficient of variation (CV) | 0.36368731 |
| Kurtosis | 1.3682785 |
| Mean | 40.582098 |
| Median Absolute Deviation (MAD) | 7.9241884 |
| Skewness | 1.4105482 |
| Sum | 4058.2098 |
| Variance | 217.83381 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1348812681 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 78.68852459 | 4 | 4.0% |
| 38.99542072 | 3 | 3.0% |
| 39.35572481 | 3 | 3.0% |
| 25.55403557 | 3 | 3.0% |
| 74.49078564 | 3 | 3.0% |
| 40.10908019 | 3 | 3.0% |
| 28.31792976 | 2 | 2.0% |
| 25.83679115 | 2 | 2.0% |
| 39.53198128 | 2 | 2.0% |
| 27.60873623 | 2 | 2.0% |
| Other values (71) | 73 |
| Value | Count | Frequency (%) |
| 22.99642989 | 1 | 1.0% |
| 23.29444335 | 1 | 1.0% |
| 23.31421792 | 1 | 1.0% |
| 24.2227247 | 1 | 1.0% |
| 25.54385005 | 1 | 1.0% |
| 25.55403557 | 3 | |
| 25.55753181 | 1 | 1.0% |
| 25.82249426 | 1 | 1.0% |
| 25.83679115 | 2 | |
| 26.67917009 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 78.69943676 | 1 | 1.0% |
| 78.68852459 | 4 | |
| 78.64823349 | 1 | 1.0% |
| 75.65941694 | 1 | 1.0% |
| 74.49078564 | 3 | |
| 57.22735675 | 1 | 1.0% |
| 57.21153846 | 2 | |
| 56.99962867 | 1 | 1.0% |
| 56.09137056 | 1 | 1.0% |
| 56.07104023 | 1 | 1.0% |
ACF and PACF
macd_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -14.403853 |
|---|---|
| Minimum | -73.777002 |
| Maximum | 26.578358 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -73.777002 |
|---|---|
| 5-th percentile | -65.32905 |
| Q1 | -29.015246 |
| median | -14.980122 |
| Q3 | 6.0098339 |
| 95-th percentile | 20.195502 |
| Maximum | 26.578358 |
| Range | 100.35536 |
| Interquartile range (IQR) | 35.02508 |
Descriptive statistics
| Standard deviation | 25.340071 |
|---|---|
| Coefficient of variation (CV) | -1.7592565 |
| Kurtosis | -0.26023937 |
| Mean | -14.403853 |
| Median Absolute Deviation (MAD) | 18.136795 |
| Skewness | -0.45923543 |
| Sum | -1440.3853 |
| Variance | 642.11921 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01048296179 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 26.57835807 | 1 | 1.0% |
| -23.05964429 | 1 | 1.0% |
| -14.66358765 | 1 | 1.0% |
| -21.49393943 | 1 | 1.0% |
| -26.83482316 | 1 | 1.0% |
| -28.18888513 | 1 | 1.0% |
| -28.9415585 | 1 | 1.0% |
| -29.23630762 | 1 | 1.0% |
| -21.10572064 | 1 | 1.0% |
| -22.33260779 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -73.77700164 | 1 | |
| -72.69035843 | 1 | |
| -71.78615114 | 1 | |
| -71.77707955 | 1 | |
| -68.88571124 | 1 | |
| -65.14185723 | 1 | |
| -64.80742745 | 1 | |
| -58.87554637 | 1 | |
| -53.36537775 | 1 | |
| -52.02066156 | 1 |
| Value | Count | Frequency (%) |
| 26.57835807 | 1 | |
| 26.42780914 | 1 | |
| 25.41316994 | 1 | |
| 23.86413438 | 1 | |
| 22.01604399 | 1 | |
| 20.0996841 | 1 | |
| 18.92462389 | 1 | |
| 18.16036562 | 1 | |
| 17.56424907 | 1 | |
| 17.30869067 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11.520469 |
|---|---|
| Minimum | -54.563004 |
| Maximum | 20.55705 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -54.563004 |
|---|---|
| 5-th percentile | -50.536824 |
| Q1 | -22.550958 |
| median | -17.59275 |
| Q3 | 11.074234 |
| 95-th percentile | 19.152133 |
| Maximum | 20.55705 |
| Range | 75.120054 |
| Interquartile range (IQR) | 33.625192 |
Descriptive statistics
| Standard deviation | 21.817962 |
|---|---|
| Coefficient of variation (CV) | -1.8938433 |
| Kurtosis | -0.99774428 |
| Mean | -11.520469 |
| Median Absolute Deviation (MAD) | 20.140255 |
| Skewness | -0.23966851 |
| Sum | -1152.0469 |
| Variance | 476.02347 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.012029971 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 11.04704667 | 1 | 1.0% |
| 14.18060475 | 1 | 1.0% |
| -17.7342079 | 1 | 1.0% |
| -16.3286512 | 1 | 1.0% |
| -14.59497593 | 1 | 1.0% |
| -12.60168447 | 1 | 1.0% |
| -10.85648716 | 1 | 1.0% |
| -6.1622604 | 1 | 1.0% |
| -1.427093505 | 1 | 1.0% |
| 2.943172389 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -54.56300389 | 1 | |
| -53.71878815 | 1 | |
| -52.88957709 | 1 | |
| -52.20619318 | 1 | |
| -50.92504804 | 1 | |
| -50.51639067 | 1 | |
| -48.79206608 | 1 | |
| -48.63557544 | 1 | |
| -46.53756826 | 1 | |
| -46.43135163 | 1 |
| Value | Count | Frequency (%) |
| 20.55704969 | 1 | |
| 20.39400193 | 1 | |
| 20.04013871 | 1 | |
| 19.79223228 | 1 | |
| 19.61411301 | 1 | |
| 19.12781839 | 1 | |
| 18.82525381 | 1 | |
| 17.76197434 | 1 | |
| 17.08622327 | 1 | |
| 14.18060475 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.8833839 |
|---|---|
| Minimum | -66.353342 |
| Maximum | 61.417702 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -66.353342 |
|---|---|
| 5-th percentile | -48.601135 |
| Q1 | -21.048499 |
| median | -1.9317736 |
| Q3 | 12.632479 |
| 95-th percentile | 54.436001 |
| Maximum | 61.417702 |
| Range | 127.77104 |
| Interquartile range (IQR) | 33.680978 |
Descriptive statistics
| Standard deviation | 29.074785 |
|---|---|
| Coefficient of variation (CV) | -10.083563 |
| Kurtosis | -0.035463045 |
| Mean | -2.8833839 |
| Median Absolute Deviation (MAD) | 16.135191 |
| Skewness | 0.2806436 |
| Sum | -288.33839 |
| Variance | 845.34313 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01071921692 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 15.5313114 | 1 | 1.0% |
| -37.24024904 | 1 | 1.0% |
| 3.07062025 | 1 | 1.0% |
| -5.165288232 | 1 | 1.0% |
| -12.23984723 | 1 | 1.0% |
| -15.58720066 | 1 | 1.0% |
| -18.08507134 | 1 | 1.0% |
| -23.07404722 | 1 | 1.0% |
| -19.67862713 | 1 | 1.0% |
| -25.27578018 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -66.35334236 | 1 | |
| -63.5883808 | 1 | |
| -62.28080526 | 1 | |
| -55.1857018 | 1 | |
| -53.85783018 | 1 | |
| -48.32446691 | 1 | |
| -42.98643697 | 1 | |
| -39.64255614 | 1 | |
| -38.8378714 | 1 | |
| -37.34972123 | 1 |
| Value | Count | Frequency (%) |
| 61.41770156 | 1 | |
| 60.82747402 | 1 | |
| 60.21751534 | 1 | |
| 57.26575014 | 1 | |
| 54.81883384 | 1 | |
| 54.41585156 | 1 | |
| 52.37052187 | 1 | |
| 49.74710273 | 1 | |
| 49.37764005 | 1 | |
| 45.57956299 | 1 |
ACF and PACF
obv_7
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83328507 |
| Minimum | 0.00113458 |
|---|---|
| Maximum | 32.571468 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.00113458 |
|---|---|
| 5-th percentile | 0.0028714805 |
| Q1 | 0.01278258 |
| median | 0.044290165 |
| Q3 | 0.27200311 |
| 95-th percentile | 2.0423695 |
| Maximum | 32.571468 |
| Range | 32.570333 |
| Interquartile range (IQR) | 0.25922053 |
Descriptive statistics
| Standard deviation | 3.8736362 |
|---|---|
| Coefficient of variation (CV) | 4.6486327 |
| Kurtosis | 53.175288 |
| Mean | 0.83328507 |
| Median Absolute Deviation (MAD) | 0.03977177 |
| Skewness | 7.1283581 |
| Sum | 83.328507 |
| Variance | 15.005057 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.00113458 | 1 | 1.0% |
| 0.01260084 | 1 | 1.0% |
| 0.02382526 | 1 | 1.0% |
| 0.91444063 | 1 | 1.0% |
| 0.03366963 | 1 | 1.0% |
| 0.10050392 | 1 | 1.0% |
| 0.31894098 | 1 | 1.0% |
| 4.03769803 | 1 | 1.0% |
| 0.05139855 | 1 | 1.0% |
| 0.0224397 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0.00113458 | 1 | |
| 0.00171182 | 1 | |
| 0.00190897 | 1 | |
| 0.00212766 | 1 | |
| 0.00256008 | 1 | |
| 0.00288787 | 1 | |
| 0.00303241 | 1 | |
| 0.0031998 | 1 | |
| 0.00379054 | 1 | |
| 0.0040178 | 1 |
| Value | Count | Frequency (%) |
| 32.57146805 | 1 | |
| 21.0058603 | 1 | |
| 4.03769803 | 1 | |
| 3.28723909 | 1 | |
| 2.78025223 | 1 | |
| 2.00353353 | 1 | |
| 1.43092744 | 1 | |
| 1.23172413 | 1 | |
| 1.20792975 | 1 | |
| 1.18215473 | 1 |
target
Numeric time series
High correlation
| Distinct | 67 |
|---|---|
| Distinct (%) | 67.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93931.143 |
|---|---|
| Minimum | 93707.8 |
| Maximum | 94255.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 93707.8 |
|---|---|
| 5-th percentile | 93726.505 |
| Q1 | 93847.925 |
| median | 93898 |
| Q3 | 94015.625 |
| 95-th percentile | 94186.24 |
| Maximum | 94255.5 |
| Range | 547.7 |
| Interquartile range (IQR) | 167.7 |
Descriptive statistics
| Standard deviation | 139.888 |
|---|---|
| Coefficient of variation (CV) | 0.0014892611 |
| Kurtosis | -0.045126343 |
| Mean | 93931.143 |
| Median Absolute Deviation (MAD) | 98 |
| Skewness | 0.6099032 |
| Sum | 9393114.3 |
| Variance | 19568.652 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.04559245833 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 93880 | 5 | 5.0% |
| 94000.2 | 4 | 4.0% |
| 94015.8 | 4 | 4.0% |
| 94255.5 | 3 | 3.0% |
| 93898.1 | 3 | 3.0% |
| 93800 | 3 | 3.0% |
| 94020.4 | 3 | 3.0% |
| 93709.5 | 3 | 3.0% |
| 93987.2 | 3 | 3.0% |
| 93869.7 | 2 | 2.0% |
| Other values (57) | 67 |
| Value | Count | Frequency (%) |
| 93707.8 | 1 | 1.0% |
| 93709.1 | 1 | 1.0% |
| 93709.5 | 3 | |
| 93727.4 | 1 | 1.0% |
| 93728.2 | 2 | |
| 93729 | 1 | 1.0% |
| 93729.1 | 1 | 1.0% |
| 93740.3 | 1 | 1.0% |
| 93761.3 | 1 | 1.0% |
| 93795.3 | 2 |
| Value | Count | Frequency (%) |
| 94255.5 | 3 | |
| 94255.4 | 2 | |
| 94182.6 | 2 | |
| 94182.5 | 1 | 1.0% |
| 94181.2 | 1 | 1.0% |
| 94177.1 | 1 | 1.0% |
| 94177 | 1 | 1.0% |
| 94119.9 | 1 | 1.0% |
| 94114 | 1 | 1.0% |
| 94113.5 | 1 | 1.0% |
ACF and PACF
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv_7 | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.861 | 0.761 | 0.782 | 0.944 | 0.979 | 0.993 | 0.651 | 0.139 | 0.485 | -0.335 | 0.970 | 0.330 | 0.594 | 0.470 | 0.140 | 0.861 | 0.761 | 0.782 | 0.944 | 0.845 | -0.335 | -0.811 | -0.811 |
| ema_14 | 0.861 | 1.000 | 0.954 | 0.872 | 0.953 | 0.875 | 0.875 | 0.308 | -0.291 | 0.632 | -0.225 | 0.887 | -0.048 | 0.321 | 0.316 | -0.255 | 1.000 | 0.954 | 0.872 | 0.953 | 0.720 | -0.225 | -0.875 | -0.875 |
| ema_21 | 0.761 | 0.954 | 1.000 | 0.904 | 0.858 | 0.770 | 0.774 | 0.096 | -0.417 | 0.579 | -0.195 | 0.783 | -0.253 | 0.118 | 0.183 | -0.330 | 0.954 | 1.000 | 0.904 | 0.858 | 0.643 | -0.195 | -0.892 | -0.892 |
| ema_60 | 0.782 | 0.872 | 0.904 | 1.000 | 0.841 | 0.787 | 0.785 | 0.127 | -0.163 | 0.249 | -0.188 | 0.789 | -0.146 | 0.104 | 0.267 | -0.158 | 0.872 | 0.904 | 1.000 | 0.841 | 0.731 | -0.188 | -0.976 | -0.976 |
| ema_7 | 0.944 | 0.953 | 0.858 | 0.841 | 1.000 | 0.959 | 0.951 | 0.514 | -0.052 | 0.565 | -0.255 | 0.965 | 0.175 | 0.486 | 0.407 | -0.057 | 0.953 | 0.858 | 0.841 | 1.000 | 0.820 | -0.255 | -0.859 | -0.859 |
| high | 0.979 | 0.875 | 0.770 | 0.787 | 0.959 | 1.000 | 0.974 | 0.633 | 0.110 | 0.503 | -0.256 | 0.993 | 0.302 | 0.570 | 0.459 | 0.086 | 0.875 | 0.770 | 0.787 | 0.959 | 0.836 | -0.256 | -0.812 | -0.812 |
| low | 0.993 | 0.875 | 0.774 | 0.785 | 0.951 | 0.974 | 1.000 | 0.638 | 0.116 | 0.499 | -0.366 | 0.978 | 0.305 | 0.584 | 0.461 | 0.117 | 0.875 | 0.774 | 0.785 | 0.951 | 0.834 | -0.366 | -0.815 | -0.815 |
| macd_7 | 0.651 | 0.308 | 0.096 | 0.127 | 0.514 | 0.633 | 0.638 | 1.000 | 0.655 | 0.261 | -0.297 | 0.620 | 0.835 | 0.913 | 0.531 | 0.574 | 0.308 | 0.096 | 0.127 | 0.514 | 0.617 | -0.297 | -0.232 | -0.232 |
| macdhist_7 | 0.139 | -0.291 | -0.417 | -0.163 | -0.052 | 0.110 | 0.116 | 0.655 | 1.000 | -0.489 | -0.112 | 0.085 | 0.820 | 0.553 | 0.312 | 0.838 | -0.291 | -0.417 | -0.163 | -0.052 | 0.302 | -0.112 | 0.066 | 0.066 |
| macdsignal_7 | 0.485 | 0.632 | 0.579 | 0.249 | 0.565 | 0.503 | 0.499 | 0.261 | -0.489 | 1.000 | -0.146 | 0.519 | -0.072 | 0.320 | 0.170 | -0.329 | 0.632 | 0.579 | 0.249 | 0.565 | 0.258 | -0.146 | -0.261 | -0.261 |
| obv_7 | -0.335 | -0.225 | -0.195 | -0.188 | -0.255 | -0.256 | -0.366 | -0.297 | -0.112 | -0.146 | 1.000 | -0.284 | -0.173 | -0.270 | -0.174 | -0.203 | -0.225 | -0.195 | -0.188 | -0.255 | -0.295 | 1.000 | 0.231 | 0.231 |
| open | 0.970 | 0.887 | 0.783 | 0.789 | 0.965 | 0.993 | 0.978 | 0.620 | 0.085 | 0.519 | -0.284 | 1.000 | 0.277 | 0.560 | 0.448 | 0.065 | 0.887 | 0.783 | 0.789 | 0.965 | 0.826 | -0.284 | -0.813 | -0.813 |
| rsi_14 | 0.330 | -0.048 | -0.253 | -0.146 | 0.175 | 0.302 | 0.305 | 0.835 | 0.820 | -0.072 | -0.173 | 0.277 | 1.000 | 0.778 | 0.468 | 0.721 | -0.048 | -0.253 | -0.146 | 0.175 | 0.371 | -0.173 | 0.014 | 0.014 |
| rsi_21 | 0.594 | 0.321 | 0.118 | 0.104 | 0.486 | 0.570 | 0.584 | 0.913 | 0.553 | 0.320 | -0.270 | 0.560 | 0.778 | 1.000 | 0.693 | 0.436 | 0.321 | 0.118 | 0.104 | 0.486 | 0.527 | -0.270 | -0.200 | -0.200 |
| rsi_60 | 0.470 | 0.316 | 0.183 | 0.267 | 0.407 | 0.459 | 0.461 | 0.531 | 0.312 | 0.170 | -0.174 | 0.448 | 0.468 | 0.693 | 1.000 | 0.230 | 0.316 | 0.183 | 0.267 | 0.407 | 0.318 | -0.174 | -0.305 | -0.305 |
| rsi_7 | 0.140 | -0.255 | -0.330 | -0.158 | -0.057 | 0.086 | 0.117 | 0.574 | 0.838 | -0.329 | -0.203 | 0.065 | 0.721 | 0.436 | 0.230 | 1.000 | -0.255 | -0.330 | -0.158 | -0.057 | 0.300 | -0.203 | 0.035 | 0.035 |
| sma_14 | 0.861 | 1.000 | 0.954 | 0.872 | 0.953 | 0.875 | 0.875 | 0.308 | -0.291 | 0.632 | -0.225 | 0.887 | -0.048 | 0.321 | 0.316 | -0.255 | 1.000 | 0.954 | 0.872 | 0.953 | 0.720 | -0.225 | -0.875 | -0.875 |
| sma_21 | 0.761 | 0.954 | 1.000 | 0.904 | 0.858 | 0.770 | 0.774 | 0.096 | -0.417 | 0.579 | -0.195 | 0.783 | -0.253 | 0.118 | 0.183 | -0.330 | 0.954 | 1.000 | 0.904 | 0.858 | 0.643 | -0.195 | -0.892 | -0.892 |
| sma_60 | 0.782 | 0.872 | 0.904 | 1.000 | 0.841 | 0.787 | 0.785 | 0.127 | -0.163 | 0.249 | -0.188 | 0.789 | -0.146 | 0.104 | 0.267 | -0.158 | 0.872 | 0.904 | 1.000 | 0.841 | 0.731 | -0.188 | -0.976 | -0.976 |
| sma_7 | 0.944 | 0.953 | 0.858 | 0.841 | 1.000 | 0.959 | 0.951 | 0.514 | -0.052 | 0.565 | -0.255 | 0.965 | 0.175 | 0.486 | 0.407 | -0.057 | 0.953 | 0.858 | 0.841 | 1.000 | 0.820 | -0.255 | -0.859 | -0.859 |
| target | 0.845 | 0.720 | 0.643 | 0.731 | 0.820 | 0.836 | 0.834 | 0.617 | 0.302 | 0.258 | -0.295 | 0.826 | 0.371 | 0.527 | 0.318 | 0.300 | 0.720 | 0.643 | 0.731 | 0.820 | 1.000 | -0.295 | -0.797 | -0.797 |
| volume | -0.335 | -0.225 | -0.195 | -0.188 | -0.255 | -0.256 | -0.366 | -0.297 | -0.112 | -0.146 | 1.000 | -0.284 | -0.173 | -0.270 | -0.174 | -0.203 | -0.225 | -0.195 | -0.188 | -0.255 | -0.295 | 1.000 | 0.231 | 0.231 |
| window_end_ms | -0.811 | -0.875 | -0.892 | -0.976 | -0.859 | -0.812 | -0.815 | -0.232 | 0.066 | -0.261 | 0.231 | -0.813 | 0.014 | -0.200 | -0.305 | 0.035 | -0.875 | -0.892 | -0.976 | -0.859 | -0.797 | 0.231 | 1.000 | 1.000 |
| window_start_ms | -0.811 | -0.875 | -0.892 | -0.976 | -0.859 | -0.812 | -0.815 | -0.232 | 0.066 | -0.261 | 0.231 | -0.813 | 0.014 | -0.200 | -0.305 | 0.035 | -0.875 | -0.892 | -0.976 | -0.859 | -0.797 | 0.231 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| symbol | open | low | high | close | volume | window_start_ms | window_end_ms | candle_seconds | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv_7 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1746526980000 | BTC/USD | 94255.4 | 94255.4 | 94255.4 | 94255.4 | 0.001135 | 1746526980000 | 1746527040000 | 60 | 94217.371429 | 94185.671429 | 94173.966667 | 94145.413333 | 94217.371429 | 94185.671429 | 94173.966667 | 94145.413333 | 100.0 | 99.803536 | 99.717248 | 75.659417 | 26.578358 | 11.047047 | 15.531311 | 0.001135 | 94255.5 |
| 1746527040000 | BTC/USD | 94255.4 | 94255.4 | 94255.4 | 94255.4 | 0.005121 | 1746527040000 | 1746527100000 | 60 | 94231.857143 | 94192.914286 | 94178.985714 | 94147.096667 | 94231.857143 | 94192.914286 | 94178.985714 | 94147.096667 | 100.0 | 99.803536 | 99.716981 | 74.490786 | 26.427809 | 11.155796 | 15.272013 | 0.005121 | 94255.5 |
| 1746527160000 | BTC/USD | 94255.4 | 94255.3 | 94255.5 | 94255.4 | 0.018046 | 1746527160000 | 1746527220000 | 60 | 94244.071429 | 94200.164286 | 94184.009524 | 94148.780000 | 94244.071429 | 94200.164286 | 94184.009524 | 94148.780000 | 100.0 | 99.901672 | 99.811143 | 74.490786 | 25.413170 | 11.227859 | 14.185310 | 0.018046 | 94255.5 |
| 1746527220000 | BTC/USD | 94255.4 | 94255.4 | 94255.4 | 94255.4 | 0.005068 | 1746527220000 | 1746527280000 | 60 | 94255.271429 | 94207.407143 | 94189.028571 | 94150.463333 | 94255.271429 | 94207.407143 | 94189.028571 | 94150.463333 | 100.0 | 99.901575 | 99.810964 | 74.490786 | 23.864134 | 11.232328 | 12.631806 | 0.005068 | 94255.4 |
| 1746527340000 | BTC/USD | 94255.4 | 94255.4 | 94255.5 | 94255.4 | 0.080770 | 1746527340000 | 1746527400000 | 60 | 94255.385714 | 94214.657143 | 94194.047619 | 94152.328333 | 94255.385714 | 94214.657143 | 94194.047619 | 94152.328333 | 100.0 | 100.000000 | 99.810964 | 78.648233 | 22.016044 | 11.174513 | 10.841531 | 0.080770 | 94255.4 |
| 1746527400000 | BTC/USD | 94255.5 | 94255.4 | 94255.5 | 94255.5 | 0.018998 | 1746527400000 | 1746527460000 | 60 | 94255.414286 | 94221.907143 | 94199.071429 | 94154.196667 | 94255.414286 | 94221.907143 | 94199.071429 | 94154.196667 | 100.0 | 100.000000 | 99.811143 | 78.699437 | 20.099684 | 11.392569 | 8.707115 | 0.018998 | 94181.2 |
| 1746527460000 | BTC/USD | 94255.5 | 94255.5 | 94255.5 | 94255.5 | 0.039275 | 1746527460000 | 1746527520000 | 60 | 94255.428571 | 94229.157143 | 94204.095238 | 94156.063333 | 94255.428571 | 94229.157143 | 94204.095238 | 94156.063333 | 100.0 | 100.000000 | 99.811143 | 78.688525 | 18.160366 | 11.528848 | 6.631518 | 0.039275 | 94182.5 |
| 1746527520000 | BTC/USD | 94255.5 | 94255.4 | 94255.5 | 94255.5 | 0.012843 | 1746527520000 | 1746527580000 | 60 | 94255.442857 | 94236.407143 | 94208.928571 | 94157.930000 | 94255.442857 | 94236.407143 | 94208.928571 | 94157.930000 | 100.0 | 100.000000 | 99.803729 | 78.688525 | 16.308101 | 11.891025 | 4.417076 | 0.012843 | 94182.6 |
| 1746527580000 | BTC/USD | 94255.5 | 94255.4 | 94255.5 | 94255.4 | 0.010344 | 1746527580000 | 1746527640000 | 60 | 94255.442857 | 94243.650000 | 94213.757143 | 94159.796667 | 94255.442857 | 94243.650000 | 94213.757143 | 94159.796667 | 50.0 | 99.901575 | 99.705882 | 78.688525 | 14.595413 | 12.592040 | 2.003373 | 0.010344 | 94182.6 |
| 1746527640000 | BTC/USD | 94255.5 | 94255.4 | 94255.5 | 94255.4 | 0.004568 | 1746527640000 | 1746527700000 | 60 | 94255.442857 | 94249.757143 | 94218.590476 | 94161.663333 | 94255.442857 | 94249.757143 | 94218.590476 | 94161.663333 | 50.0 | 99.883314 | 99.803729 | 78.688525 | 12.996200 | 13.212507 | -0.216307 | 0.004568 | 94177.1 |
| symbol | open | low | high | close | volume | window_start_ms | window_end_ms | candle_seconds | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv_7 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1746532500000 | BTC/USD | 93709.1 | 93709.1 | 93709.5 | 93709.5 | 0.267589 | 1746532500000 | 1746532560000 | 60 | 93743.671429 | 93795.807143 | 93822.790476 | 93910.145000 | 93743.671429 | 93795.807143 | 93822.790476 | 93910.145000 | 1.157250 | 20.927887 | 28.662053 | 39.355725 | -38.702216 | -20.757006 | -17.945210 | 0.267589 | 93729.0 |
| 1746532560000 | BTC/USD | 93709.5 | 93709.5 | 93709.5 | 93709.5 | 0.002560 | 1746532560000 | 1746532620000 | 60 | 93731.414286 | 93786.664286 | 93816.004762 | 93907.303333 | 93731.414286 | 93786.664286 | 93816.004762 | 93907.303333 | 1.905830 | 15.517241 | 29.123938 | 39.355725 | -37.320079 | -20.074475 | -17.245605 | 0.002560 | 93729.1 |
| 1746532620000 | BTC/USD | 93709.4 | 93709.4 | 93709.5 | 93709.5 | 0.052052 | 1746532620000 | 1746532680000 | 60 | 93719.157143 | 93777.528571 | 93809.219048 | 93904.461667 | 93719.157143 | 93777.528571 | 93809.219048 | 93904.461667 | 1.905830 | 15.525606 | 29.123938 | 39.355725 | -35.006578 | -19.609192 | -15.397386 | 0.052052 | 93740.3 |
| 1746532680000 | BTC/USD | 93709.5 | 93709.5 | 93728.2 | 93728.2 | 0.303028 | 1746532680000 | 1746532740000 | 60 | 93714.428571 | 93769.557143 | 93801.852381 | 93901.931667 | 93714.428571 | 93769.557143 | 93801.852381 | 93901.931667 | 27.604871 | 22.348860 | 26.496506 | 40.739385 | -30.049925 | -19.546762 | -10.503163 | 0.303028 | 93800.0 |
| 1746532740000 | BTC/USD | 93728.2 | 93728.1 | 93728.2 | 93728.2 | 0.006785 | 1746532740000 | 1746532800000 | 60 | 93714.542857 | 93761.578571 | 93793.390476 | 93899.403333 | 93714.542857 | 93761.578571 | 93793.390476 | 93899.403333 | 51.000000 | 22.310362 | 20.973538 | 40.744356 | -25.981920 | -20.995241 | -4.986680 | 0.006785 | 93800.0 |
| 1746532800000 | BTC/USD | 93728.2 | 93728.1 | 93729.0 | 93729.0 | 0.057083 | 1746532800000 | 1746532860000 | 60 | 93717.571429 | 93751.971429 | 93784.780952 | 93896.886667 | 93717.571429 | 93751.971429 | 93784.780952 | 93896.886667 | 100.000000 | 12.409167 | 20.165017 | 40.794928 | -22.259510 | -19.684585 | -2.574925 | 0.057083 | 93800.0 |
| 1746532860000 | BTC/USD | 93729.0 | 93729.0 | 93729.1 | 93729.1 | 0.059011 | 1746532860000 | 1746532920000 | 60 | 93720.428571 | 93742.300000 | 93776.171429 | 93892.723333 | 93720.428571 | 93742.300000 | 93776.171429 | 93892.723333 | 100.000000 | 11.966292 | 20.165017 | 32.686443 | -19.322366 | -19.384705 | 0.062340 | 0.059011 | 93830.8 |
| 1746532920000 | BTC/USD | 93729.0 | 93729.0 | 93740.3 | 93740.3 | 0.079204 | 1746532920000 | 1746532980000 | 60 | 93724.828571 | 93734.250000 | 93772.147619 | 93888.610000 | 93724.828571 | 93734.250000 | 93772.147619 | 93888.610000 | 100.000000 | 18.289252 | 31.558271 | 32.965213 | -15.437974 | -18.949388 | 3.511414 | 0.079204 | 93830.7 |
| 1746532980000 | BTC/USD | 93740.3 | 93740.3 | 93800.0 | 93800.0 | 0.190717 | 1746532980000 | 1746533040000 | 60 | 93737.757143 | 93734.585714 | 93770.361905 | 93885.490000 | 93737.757143 | 93734.585714 | 93770.361905 | 93885.490000 | 100.000000 | 51.307735 | 43.208982 | 38.061224 | -5.416274 | -18.050771 | 12.634497 | 0.190717 | 93850.6 |
| 1746533040000 | BTC/USD | 93800.0 | 93800.0 | 93800.0 | 93800.0 | 0.047745 | 1746533040000 | 1746533100000 | 60 | 93750.685714 | 93734.921429 | 93768.580952 | 93882.370000 | 93750.685714 | 93734.921429 | 93768.580952 | 93882.370000 | 100.000000 | 51.307735 | 43.224638 | 38.061224 | 1.297856 | -17.680844 | 18.978700 | 0.047745 | 93850.7 |